Dataset Versions
v1
FFLY_Wing_V1
Generated on Nov 15, 2021
2080 Total Images
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Dataset Split
Train Set 92%
1920Images
Valid Set 8%
160Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 20 boxes with 5% size each